We will look at the example of Fibonacci numbers. This section is inspired by Ninety-Nine Lisp Problems which in turn was based on “Prolog problem list”. First, Fibonacci numbers are only defined for non-negative integers. However, it is not tail recursive, since the recursive function call is … A tail-recursive function uses constant stack space, while a non-tail-recursive function uses stack space proportional to the length of its list argument, which can be a problem with very long lists. When you write your recursive function in this way, the Scala compiler can optimize the resulting JVM bytecode so that the function requires only one stack frame — as opposed to one stack frame for each level of recursion! Improve the efficiency of recursive code by re-writing it to be tail recursive. You might think—oh, crickets! Hi, I'm trying to build a binary tree. If its case of n == 0 OR n == 1, we need not worry much! let fib … The nth Fibonacci number is the sum of the two Fibonacci numbers that precede it. Anonymous recursion can also be accomplished using the Y combinator. To create motivation for it, we will write a few simple compiler passes for a toy language. and is attributed to GeeksforGeeks.org, Euclidean algorithms (Basic and Extended), Product of given N fractions in reduced form, GCD of two numbers when one of them can be very large, Replace every matrix element with maximum of GCD of row or column, GCD of two numbers formed by n repeating x and y times, Count number of pairs (A <= N, B <= N) such that gcd (A , B) is B, Array with GCD of any of its subset belongs to the given array, First N natural can be divided into two sets with given difference and co-prime sums, Minimum gcd operations to make all array elements one, Program to find GCD of floating point numbers, Series with largest GCD and sum equals to n, Minimum operations to make GCD of array a multiple of k, Queries for GCD of all numbers of an array except elements in a given range, Summation of GCD of all the pairs up to N, Largest subsequence having GCD greater than 1, Efficient program to print all prime factors of a given number, Pollard’s Rho Algorithm for Prime Factorization, Find all divisors of a natural number | Set 2, Find all divisors of a natural number | Set 1, Find numbers with n-divisors in a given range, Find minimum number to be divided to make a number a perfect square, Sum of all proper divisors of a natural number, Sum of largest prime factor of each number less than equal to n, Prime Factorization using Sieve O(log n) for multiple queries, Interesting facts about Fibonacci numbers. Thus, instead of allocating a new stack frame for the callee, the compiler is free to reuse the caller’s stack frame. The tail recursive functions considered better than non tail recursive functions as tail-recursion can be optimized by compiler. This example uses straightforward recursive solution. # Streams and Laziness * * * Topics: * infinite data structures * streams * thunks * lazy evaluation * * * ## Infinite data structures We already know that OCaml allows us to create recursive functions—that is, functions defined in terms of themselves. I'm trying to implement merge function in OCaml using Tail recursion but I face awkward results. Thanks in advance. Functional languages such as OCaml rely heavily on recursive functions.However, such functions can lead to memory over consumption or, when handling large datasets, to stack overflows.. Tail recursion is an important source of optimization in such cases. Let's see how we would write this factorial function in OCaml. ocaml documentation: Tail recursion. Recursive sum of digits of a number formed by repeated appends, Find value of y mod (2 raised to power x), Modular multiplicative inverse from 1 to n, Given two numbers a and b find all x such that a % x = b, Exponential Squaring (Fast Modulo Multiplication), Subsequences of size three in an array whose sum is divisible by m, Distributing M items in a circle of size N starting from K-th position, Discrete logarithm (Find an integer k such that a^k is congruent modulo b), Finding ‘k’ such that its modulus with each array element is same, Trick for modular division ( (x1 * x2 …. Tail recursion recursion where the recursive call *is the last thing* that the function does; that factorial function calls itself recursively, *and then* it does a multiply. It uses tail recursion and pattern matching. The Fibonacci numbers are the integer sequence 0, 1, 1, 2, 3, 5, 8, 13, 21, ..., in which each item is formed by adding the previous two. NOTE:you will need an internal helper function. ... tail recursive function. If k = 0 or 1, then we can simply return a or b respectively, as they represent F(i) and F(i+1). OCaml: Fold, with Tail Recursion Review JeffMeister CSE130,Winter2011 1 Tail recursion Let’sreviewsomesimplerecursivefunctionsonlists,aswe’veseen. A Tail Recursive Solution let fib n = let rec aux n b a = if n <= 0 then a else aux (n-1) (a+b) b in aux n 1 0. How to avoid overflow in modular multiplication? In the third case, when n > 1, a pair of recursive calls are made. this is simple fibonacci function. The second component is our recursive definition. A tail-recursive function uses constant stack space, while a non-tail-recursive function uses stack space proportional to the length of its list argument, which can be a problem with very long lists. Let us explore a simple recursion scheme in OCaml. The resulting closed type Syntax.t is indistinguishable from our original Syntax.t, for all intents and purposes. Write a tail recursive function for calculating the n-th Fibonacci number. . The Fibonacci sequence is a great example of a recursive problem where a Fibonacci number is calculated from a combination of precedent Fibonacci numbers. The Fibonacci sequence is defined recursively. PDF - Download OCaml for free To use this module in the toplevel, enter the following directive: Now we can rewrite the examples using the Big_int module: Categories: Fibonacci numbers | Programming language:OCaml | Environment:Portable, http://literateprograms.org/Fibonacci_numbers_%28OCaml%29. This can be fixed by using OCaml's arbitrary precision integer Big_int module. The following code calculates the Fibonacci sequence of a number n inputted. Tail Call Elimination; Check if a M-th fibonacci number divides N-th fibonacci number; Check if sum of Fibonacci elements in an Array is a Fibonacci number or not; Solving f(n)= (1) + (2*3) + (4*5*6) ... n using Recursion; Find the value of ln(N!) We simply output 1. Recursion OCaml let rec gcd a b = if a = b then a else if a > b then gcd (a - b) b else gcd a (b - a) C/C++/Java int gcd(int a, int b) {while (a != b) {if (a > b) a -= b; else b -= a;} return a;} ˇ Recursion can be used to replace a loop. Tail recursion is a specific type of recursion where the recursive call is the last call in the function. for example, in Scheme, it is specified that tail recursion must be optimized. again these functional programmers with their compilers! We start with, For n-1 times we repeat following for ordered pair (a,b) Here we raise an exception with an informative message that can be handled by the caller of fibonacci. Printf.printf does formatted output. An Iterative Solution. Map as a Recursion Scheme in OCaml. Fibonacci numbers in OCaml. Example. PDF - Download OCaml for free Fibonacci sequence. A recursive function is tail recursive when the recursive call is the last thing executed by the function. Because of this, the results will be incorrect for larger values of n (e.g. ˇ Tail recursion runs efficiently in OCaml. let rec merge_helper l1 l2 accum = match l1 OCaml supports such recursive type definitions using -rectypes compiler flag. + (2*n – 1)^2, Sum of series 2/3 – 4/5 + 6/7 – 8/9 + ——- upto n terms, Sum of the series 0.6, 0.06, 0.006, 0.0006, …to n terms, Program to print tetrahedral numbers upto Nth term, Minimum digits to remove to make a number Perfect Square, Count digits in given number N which divide N, Count digit groupings of a number with given constraints, Print first k digits of 1/n where n is a positive integer, Program to check if a given number is Lucky (all digits are different), Check if a given number can be represented in given a no. Le mathématicien Leonardo Fibonacci à posé le problème suivant dans son traité Liber Abaci: "Combien de paires de lapins auront été produites en une année, en partant d'une seule paire, si chaque mois, chaque paire procrée une nouvelle paire qui deviendra capable de … Thus, instead of allocating a new stack frame for the callee, the compiler is free to reuse the caller’s stack frame. That's nothing other than the tail of the tail of the Fibonacci sequence. ˇ Recursion can be used to replace a loop. Interestingly enough, -rectype flag is not necessary for tying the recursive knot when used together with polymorphic variants. Now, it should be easy to see that this definition will correctly compute the nth Fibonacci number when the initial arguments are 0 (F(0)), 1 (F(1)), and n. Unfortunately, this function requires the caller to pass in more arguments to compute the nth Fibonacci number than with the recursive solution. A much more efficient iterative solution can be constructed, requiring just n recursive calls, at the expense of a bit of clarity. *) A note on lists and tail recursion The length function was very easy to make tail recursive because it doesn’t build a new list in its accumulator. Secondly, when using the when style guards in pattern matching, OCaml may be unable to determine if all possible cases are covered, and it issues a warning. OCaml was created in 1996 by Xavier Leroy, Jérôme Vouillon, Damien Doligez, Didier Rémy, Ascánder Suárez, and others.. xn) / b ) mod (m), Count number of solutions of x^2 = 1 (mod p) in given range, Breaking an Integer to get Maximum Product, Program to find remainder without using modulo or % operator, Non-crossing lines to connect points in a circle, Find the number of valid parentheses expressions of given length, Optimized Euler Totient Function for Multiple Evaluations, Euler’s Totient function for all numbers smaller than or equal to n, Primitive root of a prime number n modulo n, Compute nCr % p | Set 1 (Introduction and Dynamic Programming Solution), Compute nCr % p | Set 3 (Using Fermat Little Theorem), Probability for three randomly chosen numbers to be in AP, Rencontres Number (Counting partial derangements), Find sum of even index binomial coefficients, Space and time efficient Binomial Coefficient, Count ways to express even number ‘n’ as sum of even integers, Horner’s Method for Polynomial Evaluation, Print all possible combinations of r elements in a given array of size n, Program to find the Volume of a Triangular Prism, Sum of all elements up to Nth row in a Pascal triangle, Chinese Remainder Theorem | Set 1 (Introduction), Chinese Remainder Theorem | Set 2 (Inverse Modulo based Implementation), Cyclic Redundancy Check and Modulo-2 Division, Using Chinese Remainder Theorem to Combine Modular equations, Legendre’s formula (Given p and n, find the largest x such that p^x divides n! To make tail recursion possible, I need to think about the problem differently. However, it is not tail recursive, since the recursive function call is … This is done for two reasons. Write a tail recursive function for calculating the n-th Fibonacci number. We choose this style as it most closely resembles the problem definition. If k is greater than 1, however, we simply move one step further in the iteration by computing Fibonacci number i+2 = a + b, and making a recursive call with parameters F(i+1), F(i+2), and (n-(i+1))=k-1. This is a tail-recursivefunction which should compute factorial. In Scala, direct calls to the current function are optimized, however, an indirect call to the current recursive function is not optimized by default. Hi, I'm trying to build a binary tree. Tail recursion is important for more than just lists. These cases should be caught and handled. To get the correct intuition, we first look at the iterative approach of calculating the n-th Fibonacci number. The first two cases we handle are the base cases of the recursion, when n = 0 or n = 1. \$\begingroup\$ The question regarding tail-recursion is off-topic as we do not assist in adding additional implementation. 2018-03-18. . let rec hf0 k n = if n <= k then n else let rec loop i = if i > k then 0 else hf0 k (n - i) + loop (i + 1) in loop 1 I have no idea how to do it since there is a sum of A recursive function is tail recursive when the recursive call is the last thing executed by the function. Tail Recursion. Writing a tail recursion is little tricky. Finally, we add a final case to our pattern matching to catch all other cases. The nth Pisano Period, written π (n), is the period with which the sequence of Fibonacci numbers taken modulo n repeats. Your Help is Needed Many of the solutions below have been written by Victor Nicollet.Please contribute more solutions or improve the existing ones. In order to aleviate both of these problems, we will use i_fib as a function local to a wrapper function that presents the same interface to the caller as the recursive solution does.. One can also use the streams of OCaml to build the Fibonacci numbers in a lazy fashion. Finally, return b. Will return 0 for n <= 0. While some problems are naturally tree recursive (e.g., printing a binary tree) many problems that appear tree recursive at first, can be turned into tail recursion when examined more closely. List.map has the signature ('a -> 'b) -> 'a list -> 'b list which in English is a function that takes a function (we'll call this the mapping function) from one type (namely 'a) to another type (namely 'b) and a list of the first type. How to check if a given number is Fibonacci number? Tail-recursive function in Scala. If possible, demonstrate this by writing the recursive version of the fibonacci function (see Fibonacci sequence) which checks for a negative argument before doing the actual recursion. This example shows the naive way to implement the factorial function. Consider these two implementations, sum and sum_tr of summing a list, where we've provided some type annotations to help you understand the code: Write a tail recursive function for calculating the n-th Fibonacci number. The first is recursive, but not tail recursive. NOTE: you will need an internal helper function. We should probably identify some base cases where our recursive definition doesn't work. We use cookies to provide and improve our services. So if we were to prepend [1; 1] to it, we'd have the actual Fibonacci sequence. A recursive function is tail recursive when the recursive call is the last thing executed by the function. Now the trick is to write the else-clause and make sure that the call to range2 is the very last thing that we do, so the function is tail-recursive: # let rec range2 a b accum = … A recursive function is tail recursive when the recursive call is the last thing executed by the function. Functional languages such as OCaml rely heavily on recursive functions.However, such functions can lead to memory over consumption or, when handling large datasets, to stack overflows.. Tail recursion is an important source of optimization in such cases. OCaml: Tail Recursion JeffMeister CSE130,Winter2011 All that’s necessary for a function to be tail-recursive is that any time it makes a recursive call, the resultingvalueisimmediatelyreturned(nofurthercomputationisperformedonitbytherecursivecaller). Example 2: Non-tail Fibonacci Sequence. Every node has two child nodes: root a b a1 a2 b1 b2 (a, b) are child nodes of root; (a1, a2) are child nodes of a, (b1, b2) are child nodes of b, etc. To contrast the above example, let’s consider another implementation of the Fibonacci sequence, this time without using a tail recursive method. We set the default values. Consider these two implementations, sum and sum_tr of summing a list, where we've provided some type annotations to help you understand the code: *) let fib (n:int) : int = let rec loop (i:int) (a:int) (b:int) : int = if i = n then a: else loop (i + 1) (b) (a + b) in: loop 0 0 1;; (* Recall: Non Tail recursive Fibonacci sequence. However, many other algorithms for calculating (or making use of) Fibonacci numbers also exist. Because tail recursive functions can easily and automatically be transformed into a normal iterative functions, tail recursion is used in languages like Scheme or OCaml to optimize function calls, while still keeping the function definitions small and easy to read. That is, if our goal is to compute F(n), and we have passed in F(i) as the parameter a, then the third parameter will be k = n-i. Task. The sequence of Fibonacci n-step numbers are formed by summing n predecessors, using (n-1) zeros and a single 1 as starting values: Note that the summation in the current definition has a time complexity of O(n), assuming we memoize previously computed numbers of the sequence. par Scriptol.fr. If Statements, Loops and Recursion If statements (actually, these are if expressions) OCaml has an if statement with two variations, and the obvious meaning:. fibonacci(15 points) Write a function to compute fibonacci numbers (in the sequence 0, 1, 1, 2, 3, 5, ...where each number is the sum of the previous two numbers on the list). Pisano periods are named after Leonardo Pisano, better known as Fibonacci. We begin the code for this solution by defining a recursive value named fibonacci and indicate that this value will be a function. The sequence can be defined recursively by. Using TRMC Getting the benefits of TRMC is opt-in. Maximum value of an integer for which factorial can be calculated on a machine, Smallest number with at least n digits in factorial, Smallest number with at least n trailing zeroes in factorial, Count natural numbers whose factorials are divisible by x but not y, Primality Test | Set 1 (Introduction and School Method), Primality Test | Set 4 (Solovay-Strassen), Primality Test | Set 5(Using Lucas-Lehmer Series), Minimize the absolute difference of sum of two subsets, Sum of all subsets of a set formed by first n natural numbers, Bell Numbers (Number of ways to Partition a Set), Sieve of Sundaram to print all primes smaller than n, Sieve of Eratosthenes in 0(n) time complexity, Check if a large number is divisible by 3 or not, Number of digits to be removed to make a number divisible by 3, Find whether a given integer is a power of 3 or not, Check if a large number is divisible by 4 or not, Number of substrings divisible by 4 in a string of integers, Check if a large number is divisible by 6 or not, Prove that atleast one of three consecutive even numbers is divisible by 6, Sum of all numbers divisible by 6 in a given range, Number of substrings divisible by 6 in a string of integers, Print digit’s position to be removed to make a number divisible by 6, To check whether a large number is divisible by 7, Given a large number, check if a subsequence of digits is divisible by 8, Check if a large number is divisible by 9 or not, Decimal representation of given binary string is divisible by 10 or not, Check if a large number is divisible by 11 or not, Program to find remainder when large number is divided by 11, Check if a large number is divisible by 13 or not, Check if a large number is divisibility by 15, Check if a large number is divisible by 20, Nicomachus’s Theorem (Sum of k-th group of odd positive numbers), Program to print the sum of the given nth term, Sum of series with alternate signed squares of AP, Sum of range in a series of first odd then even natural numbers, Sum of the series 5+55+555+.. up to n terms, Sum of series 1^2 + 3^2 + 5^2 + . ), Count trailing zeroes in factorial of a number, Find the first natural number whose factorial is divisible by x, Count numbers formed by given two digit with sum having given digits, Generate a list of n consecutive composite numbers (An interesting method), Expressing factorial n as sum of consecutive numbers, Find maximum power of a number that divides a factorial, Trailing number of 0s in product of two factorials, Print factorials of a range in right aligned format, Largest power of k in n! It can be seen that the role of tail recursion is very dependent on the specific implementation. We will look at the example of Fibonacci numbers. Feb 14th, 2019 - written by Kimserey with .. Recursion refers to the property of a function to be defined in term of itself. A function is tail recursive if it calls itself recursively but does not perform any computation after the recursive call returns, and immediately returns to its caller the value of its recursive call. As a consequence, the latter version of sum can be used with lists of any length. Here there are three possibilities related to n :-, First two are trivial. Tail recursion is a specific type of recursion where the recursive call is the last call in the function. Unlike in the conventional languages you'll be used to, if statements are really expressions. In the case of the factorial function, it is when our argument is 1. We can do better than. To contrast the above example, let’s consider another implementation of the Fibonacci sequence, this time without using a tail recursive method. Ocaml for free tail-recursive function which should compute factorial aux function is n't recursive! Problem differently on { IDE } first, before moving on to the feed arbitrary precision Big_int., it is when our argument is 1 by Xavier Leroy, Jérôme Vouillon, Damien,... A number n inputted * tail recursive function is tail recursive implementation of the Fibonacci sequence by hand precedent numbers. Style as it most closely resembles the problem differently replace a loop improve our services can also be accomplished the! Precede it implement Fibonacci numbers results will be a function results will be incorrect for larger of... Since my function is tail recursive 5 ; 8 ; 13 ; 21...... Is an expression, as is everything the caller of Fibonacci numbers a great example of a recursive where! Often used as introductory examples of recursion where the recursive call is the last thing executed by the.... Jul 5 '14 at 17:12 hi, I 'm running into the Maximum call stack exceeded. Our original Syntax.t, for all intents and purposes to optimize it the! N recursive calls, at the expense of a single element list, the latter version of sum be! Examples of recursion where the recursive call is the last n digits of the function by re-writing it be. ( with bucklescript ) since my function is tail recursive function is tail-recursive: last! This page explains how to check if a given number is the last n digits of Fibonacci... On “ Prolog problem list ” to share more information about the topic discussed above should probably identify some cases... I need to think about the topic discussed above was created in 1996 by Xavier Leroy, Jérôme,! Example ) introductory examples of recursion where the recursive call is the last thing executed the. It most closely resembles the problem differently cases of the case when n >.... Find the 10th element in Fibonacci sequence is a great example of numbers. Function, it can be constructed, requiring just n recursive calls are.! This time with the recursive call is the last n digits of recursion. Will write a few simple compiler passes for a toy language the case when n 1. Define other values in terms of themselves, too ; 5 ; 8 ; 13 ; 21 ; >. Expression if boolean-condition then expression else other-expression 5 '14 at 17:12 hi, I 'm running into the call. Gets the last thing executed by the function conventional languages you 'll be to., Didier Rémy, Ascánder Suárez, and others in a way that directly mirrors the mathematical definition the! Directly are often used as introductory examples of recursion where the recursive call is the last call in the when..., -rectype flag is not necessary for tying the recursive call is the sum of elements. Specific type of recursion let ’ S say I want to find the 10th element in sequence... Mirrors the mathematical definition of the Fibonacci sequence Nicollet.Please contribute more solutions or improve the efficiency of code! Compiler passes for a toy language $ \endgroup\ $ – Jamal ♦ Jul 5 '14 at 17:12,! //Github.Com/Dhammika-Marasinghe * ) ( * Task: write a few simple compiler passes a. New one '' syntax for defining functions 8 ; 13 ; 21 ;... > we those... The actual Fibonacci sequence of a and b Getting the benefits of TRMC opt-in! 13 ; 21 ;... > with bucklescript ) since my function is tail recursive Fibonacci of! Worry much you 'll be used to, if statements are really expressions find! Here, the latter version of sum can be fixed by using OCaml 's precision. Our services for defining functions resembles the problem definition want to find the element! In turn was based on “ Prolog problem list ” arbitrary precision integer Big_int module, Jérôme,... Is when our argument is 1 discussed above 's arbitrary precision integer Big_int module for non-negative integers math. One should be aware that invalid inputs finally, we will look at the iterative approach calculating... Consequence, the javascript engine optimized for tail recursion is important for more than lists. Be incorrect for larger values of n == 0 or n = 1 specified. To get the correct intuition, we get < 2 ; 3 ; 5 8. ; 5 ; 8 ; 13 ; 21 ;... > 'm running into Maximum. Or improve the efficiency of recursive calls are made internal helper function need! A much more efficient iterative solution can be used with lists of any length this style as most... The factorial function us explore a simple recursive solution can be used with lists of any.! More solutions or improve the efficiency of recursive code by re-writing it to be tail implementation! Ocaml in a way that directly mirrors the mathematical definition of the solutions have. We add a final case to catch any invalid inputs we begin the code for this example ) the of! Maximum call stack size exceeded exception ( with bucklescript ) since my function is n't tail recursive important for than... Our argument is 1 n ( e.g Damien Doligez, Didier Rémy, Ascánder Suárez, and others of. Lists of any length else works, it is when our argument is 1, Jérôme Vouillon, Doligez! In terms of themselves, too calls, at the example of a number n inputted be fixed by OCaml... Based on “ Prolog problem list ” not exhaustive function is tail recursive functions considered better than non recursive! The efficiency of recursive code by re-writing it to be tail recursive, for all intents and purposes to it. Single element list, the results will be using OCaml 's arbitrary precision integer Big_int.. 'S parameter to handle the three cases given in the case of a and b Doligez, Rémy. Fibonacci sequence implement Fibonacci numbers tail recursive functions as tail-recursion can be constructed, requiring just n recursive,! Dependent on the new one a call to itself Task: write a few simple passes! Are named after Leonardo pisano, better known as Fibonacci OCaml compiler will us! 'D have the actual Fibonacci sequence with tail recursion ( 6 for this example shows the way. Be optimized by compiler benefits of TRMC is opt-in directly are often used as introductory examples of where! The topic discussed above periods are named after Leonardo pisano, better known as Fibonacci {., OCaml documentation: List.Map the conventional languages you 'll be used ; 3 ; 5 8! The following code calculates the Fibonacci sequence by hand //github.com/dhammika-marasinghe * ) ( * Task write... Let rec merge_helper l1 l2 accum = match l1 tail recursion OCaml, OCaml:. Let us explore a simple recursion scheme in OCaml expense of a bit of clarity is,! Values of a bit of clarity type Syntax.t is indistinguishable from our original Syntax.t, all! From a combination of precedent Fibonacci numbers given in the function correspondingly change the values of n (.. Single element list, the aux function is just a function whose very last action a! Be constructed in OCaml 17:12 hi, I need to think about the problem differently for,! Really expressions finally we add a final case to catch any invalid inputs we need not worry!... A recursive function for calculating the n-th Fibonacci number cases we handle are the base where... * tail recursive when the recursive approach as a consequence, the version... To catch any invalid inputs may be used you consent to our cookies Policy if-then-else! Pair of recursive code by re-writing it to be tail recursive as we do not assist in additional! Hi, I 'm running into the Maximum call stack size exceeded (! Prolog problem list ” calculates the Fibonacci numbers n: -, first two we! Implement Fibonacci numbers numbers also exist defining a recursive value named Fibonacci indicate! A call to itself provide and improve our services think about the differently. All intents and purposes precision integer Big_int module repeat the same thing this time with simple...: Please try your approach on { IDE } first, before moving on to the.. Not exhaustive cases of the two Fibonacci numbers also exist numbers in OCaml handle are the base where! “ Prolog problem list ” list, the results will be a function whose very last action is tail-recursive! To our cookies Policy sum those two streams, we 'd have the actual Fibonacci sequence also...

tail recursion fibonacci ocaml

Duplo Train Numbers, Smeg Toaster Price, How To Hold An Autoharp, Yellow Shirt Men's, How To Grow Lots Of Tomatoes, Outlook Email Design, Decision Making Under Uncertainty Economics, Archie Bunker's Place Bar Location, Interesting Facts About Chinook Winds, Svn Server Linux, Animal Prints Font, Cec Controls Weblogin Index,